Habitat Suitability Report

Inputs

• Species: White shark (Carcharodon carcharias)
• Thinning: Thinned satellite data (PSAT and SPOT)
• Ratio: 1:2 observation:pseudo-absence ratio
• Spatial extent: Full extent
• Covariates used: all covariates (u and v become vel_mag) and seals
• Metrics: evaluated using all metrics

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	accuracy	roc_auc	boyce_cont	brier_class	tss_max
rf	0.9459770	0.9915581	0.9387047	0.0534311	0.9325243
bt	0.7816092	0.8292168	0.9825062	0.1573482	0.4939147
maxnet	0.6551724	0.7778911	0.9844714	0.2055581	0.4419387
gam	0.7724138	0.8198024	0.9764347	0.1573985	0.4871492
glm	0.6977011	0.7183324	0.8770003	0.1918719	0.4095432

Variable Importance

Partial Dependence